1.Application of computer-aided diagnosis in early detection of pulmonary nodules based on digital chest radiograph.
Ju QIN ; Hongli BAI ; Chang LIU ; Jianqun YU ; Hongjing ZHANG ; Zejiang ZHANG ; Weimin LI ; Lizhi ZHANG
Journal of Biomedical Engineering 2014;31(5):1117-1120
This study aims to explore the clinical value of the computer-aided diagnosis (CAD) system for early detection of the pulmonary nodules on digital chest X-ray. A total of 100 cases of digital chest radiographs with pulmonary nodules of 5-20 mm diameter were selected from Pictures Archiving and Communication System (PACS) database in West China Hospital of Sichuan University were enrolled into trial group, and other 200 chest radiographs without pulmonary nodules as control group. All cases were confirmed by CT examination. Firstly, these cases were diagnosed by 5 different-seniority doctors without CAD, and after three months, these cases were re-diagnosed by the 5 doctors with CAD. Subsequently, the diagnostic results were analyzed by using SPSS statistical methods. The results showed that the sensitivity and specificity for detecting pulmonary nodules tended to be improved by using the CAD system, especially for specificity, but there was no significant difference before and after using CAD system.
China
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Diagnosis, Computer-Assisted
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Early Diagnosis
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Humans
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Lung
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pathology
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Radiographic Image Enhancement
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Radiography, Thoracic
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Thorax
2.Recognition of depression and related risk factors among non psychiatric doctors in tertiary general hospital outpatients in Beijing
Ronghuan JIANG ; Weimin DANG ; Hong MA ; Meiyan LIU ; Wenpei BAI ; Jing WEI ; Yanling HE
Chinese Journal of Internal Medicine 2010;49(6):477-479
0bjective To explore the level of identification and related factors of depression in physicians of Beijing tertiary general hospitals.Methods A cross-sectional investigation was used to screen the outpatients,and depression was diagnosed according to Mini International Neuropsyehiatric Interview (MINI).Identification of depression was defined as referral to psychiatrist or managed with antidepressant or sedative hypnotics.Results Among 248 cases of depression,30(12.1%)were referred to psychiatrists,28(8.9%)managed with antidepressant or sedative hypnotics.The identification rate of depression by physicians was 21.0%.and the identification rate by neurologist was 40.4%,which is higher than the rate by cardiologist(22.4%),gastrointestinal physician(3.8%)and gynecologist(2.0%)(χ2=61.077,P<0.05).Visiting neurology department,severity of life impairment,with psychotic distress history,hadpsychological complaints.co-morbidity with anxiety related to the physician's identification of depression.Among the psychological complaints.only mood disorder and insomnia were related to the physician'sidentification of depression.Conclusions The level of depression identification by physician was low,the level of neurologist wag higher than that of cardiologist,gastrointestinal physician and gynecologist.The patient with serious life impairment,psychotic distress history,mood disorder and insomnia complaints was asily to be identified.
3.The diagnostic value of metabolomics in patients with acute heart failure
Yaxin XU ; Yingjie CUI ; Weimin BAI ; Shenglong ZHANG ; Hailin PENG ; Lijie QIN
Chinese Journal of Emergency Medicine 2021;30(4):485-490
Objective:To investigate the difference of metabolomics between acute heart failure (AHF) patients and control. To find and validate new metabolic biomarkers.Methods:This was a single-center case-control study which included 89 acute heart failure patients admitted to the emergency department of Henan Provincial People's Hospital from January 2018 to June 2019. Eighty people without heart failure and diastolic dysfunction were enrolled as control group whose age and sex were matched to the study group. The fasting blood samples were collected from femoral arterial. Qualitative and quantitative analyses of plasma metabolites were performed in 2 groups by high performance liquid chromatography tandem mass spectrometry (UHPLC-MS), Orthogonal partial least squares-discriminant analysis (OPLS-DA) model and ROC curve method were applied.Results:Compared with the control group, we found that AHF group had higher likelihood to groups with coronary heart disease (37% vs. 7%, P<0.001), hypertension (58% vs. 28%, P<0.001), diabetes (33% vs. 18%, P=0.033), atrial fibrillation (24% vs. 4%, P<0.001), smoking history (42% vs. 18%, P=0.001), and that AHF group had higher creatinine level [(121.6 ± 78.4) vs. (69.0 ± 21.0), P<0.001], higher urea level [(11.5 ± 7.6) vs. (6.2 ± 2.0), P<0.001], higher heart rate [(92 ± 23) vs. (78 ± 14), P<0.001], hypoproteinemia [(32.4 ± 5 .2) vs. (40.4 ± 2.2), P<0.001], and significantly increased BNP level [(4 200 ± 5 229) vs. (100 ± 68), P<0.001], lower left ventricular ejection fraction[(45 ± 8) vs. (57 ± 6), P<0.001], low serum sodium level ( P<0.001). The metabolites of AHF group were significantly different from those of the control group. The metabolites involved amino acids, fatty acids, lipids, nucleosides and their derivatives. Adenine, N-acetyl-L-glutamic, pseudouridine and Gamma-Glutamylcysteine had certain diagnostic value for AHF comparing to control. The AUC were 0.995, 0.932, 0.920 and 0.900. And the AUC value for BNP diagnosis of AHF is 0.978. Conclusions:There were significant differences in metabolism between AHF group and control group including multiple substances. Adenine, N-acetyl-L-glutamic, pseudouridine and Gamma-Glutamylcysteine has similar diagnostic value compared with BNP for diagnosing AHF.
4.Effects of simvastatin on differentiation and apoptosis of human promyelocytic leukemia cell line NB4
Bai HE ; Guoqiang QIU ; Tingxiu JIANG ; Weiying GU ; Zhilin WANG ; Haoqing WU ; Xiaoying HUA ; Wei WU ; Weimin DONG ; Jia LIU
Journal of Leukemia & Lymphoma 2011;20(12):726-729
Objective To investigate the effects of simvastatin (SV) on the proliferation,differentiation and apoptosis of human promyelocytic leukemia cell line NB4.Methods NB4 cells were incubated with SV at different concentration with or without all-trans retinoic acid (ATRA),and NB4 cells without any treatment were taken as normal control.Cells of different groups were collected at 24 h,48 h and 72 h after incubation for further detection.Morphological changes by Wright stain were performed.MTT method was used to assay the growth inhibition rate and flow cytometry was used to detect the surface CD11b expression levels,the early stage apoptosis ratio and cell necrosis ratio.Results Treated with 15 μ mol/L SV,10 μ mol/L SV and 5 μ mol/L SV respectively,with the NB4 cells growth,the cell inhibition rates gradually increased (F =7.15,P =0.000),as well as CD11b expression levels (F =3.41,P =0.014) and AnnexinVexpression levels (F =43.38,P =0.000).Furthermore the NB4 cells treated with 15 μ mol/L SV exhibited the most significant changes with cell inhibition rate of 0.96±0.02,CD11b expression level increased to (62.41±6.37) % and AnnexinV expression level increased to (87.38±2.94) % after 72 h incubation.Combination of 15 μmol/L SV with 0.5 μmol/L ATRA displayed obvious interaction for increasing CD11b expression levels (F =4.093,P =0.025),while no significant interaction for cell inhibition rates and Annexin V expression levels were observed.After 72 h incubation,the CD11b expression levels (89.46±9.13) % in NB4 cells treated with 15 μ mol/L SV in combination with 0.5 μ mol/L ATRA were significantly higher than those treated with ATRA (71.27±7.27) % and SV (62.41±6.37) % (t =2.71,P =0.054; t =4.37,P =0.017)' solely.Conclusion Simvastatin in vitro inhibits NB4 cell proliferation,promotes cell apoptosis,and synergistically induces cell differentiation with ATRA dose-dependently in vitro,which indicates that SV may have the effect of synergistic anti-promyelocytic potency with ATRA.
5.Application of enteral nutrition sequential therapy in patients with severe cerebrovascular disease
Juan ZHU ; Longan WANG ; Lijie QIN ; Xiangmei ZHAO ; Weimin BAI
Chinese Journal of Emergency Medicine 2018;27(8):872-875
Objective To explore the role of clinical application of enteral nutrition sequential therapy in early enteral nutrition support by comparison with enteral nutrition non-sequential therapy in critically ill patients with cerebrovascular diseases.Methods A total of 62 patients were randomly (random number) divided into sequential group and conventional (non-sequential) grouThe comparisons of tolerance for enteral nutrition support,levels of prealbumin,the mechanically ventilated time and mortality rate in 28-day between two groups were carried out.Results The tolerance of sequential group was superior to that of conventional group (P<0.05).The higher level of prealbumin and the shorter mechanical ventilation time were observed in sequential group compared with conventional group (P<0.01).Compared with conventional group,the patients in sequential group had lower mortality rate in 28 days (P<0.05).Conclusions Sequential therapy is beneficial to the implementation of early enteral nutrition support in patients with severe cerebrovascular disease,reducing the nutritional adverse events,and improves the prognosis.
6.Study of the effect of the blending instructional teaching mode in the obstetrical resident standard-ization training course
Weimin WANG ; Qiang MA ; Guiqin BAI ; Jian WANG
Chinese Journal of Medical Education Research 2018;17(6):631-635
Objective The blending instructional teaching mode was used in the obstetrical resi-dent standardization training course and the effect was evaluated. Methods 36 resident physicians who attended obstetrical resident standardization training were chosen as blending instructional teaching group and traditional teaching group, 18 physicians per group. The physicians of blending instructional teaching group received blending instructional teaching mode, which included the obstetrical MOOC and Flipped Class, while the traditional teaching group only took part in the clinical management ruled by the hospital. Staging examination was performed according to the resident physician culture curriculum. Descriptive statistics, t test and chi-square test were performed by SPSS 21.0 lines. Results The average score of theory examination [(93.21±5.40) vs. (81.32±7.10)], practical skill [(89.75±4.70) vs. (68.96±8.20)] and clinical intellectual [(88.64±9.30) vs. (75.88±9.70)] in the blending instructional teaching group was significantly higher than that in the traditional teaching group (P<0.05). The physicians' satisfaction rate of manipulative ability in the blending instructional teaching group was significantly higher than that in the traditional teaching group (72.22% vs. 16.76%), which had statistical significance ( χ2=16.74, P=0.003); The physi- cians' satisfaction rate for the tutor in the blending instructional teaching group was significantly higher than that in the traditional teaching group (83.30% vs. 11.11%), which had statistical significance ( χ2=21.67, P=0.000). Conclusion The blending instructional teaching mode adapts to the development trend of teaching , and improves the effect of obstetrical resident standardization training course.
7.Value of interleukin-6 and CD4 + T-lymphocytopenia in assessing the severity and prognosis of coronavirus disease 2019
Xiaopeng SHI ; Lijie QIN ; Lei YANG ; Weimin BAI ; Lijuan JING ; Kuikui MEI
Chinese Critical Care Medicine 2020;32(10):1165-1170
Objective:To evaluate the role of interleukin-6 (IL-6) and CD4 + T-lymphocytopenia in assessing the severity and prognosis of coronavirus disease 2019 (COVID-19). Methods:A prospective observational study was conducted. Forty-five patients with COVID-19 admitted to Henan Provincial People's Hospital from January 13 to March 13, 2020 were enrolled and divided into normal group (13 cases), severe group (20 cases), critically severe group (12 cases) according to the severity of the disease. A total of 15 healthy subjects receiving physical examinations during the same period were collected as the healthy control group. Clinical data were collected to compare the clinical characteristics, general test results, IL-6 and CD4 + T-lymphocytopenia levels of patients in different disease severity groups and healthy control group. The receiver operating characteristic (ROC) curve was drawn to evaluate the predictive value of each indicator for the severity of COVID-19. Multivariate Cox regression analysis was used to analyze the risk factors affecting the prognosis of COVID-19 patients, and Kaplan-Meier survival curve analysis was performed. Results:The age of the critically severe group was significantly higher than that of the severe and normal groups (years old: 66.91±17.01 vs. 59.35±18.07, 40.23±12.61, both P < 0.05), and the negative conversion time of the 2019 novel coronavirus (2019-nCoV) was significantly longer than that of the severe and normal groups (days: 19.00±10.66 vs. 18.00±7.18, 9.31±3.49, both P < 0.05). With the increase of the severity of disease, white blood cell count (WBC), C-reactive protein (CRP), calcitonin (PCT), total bilirubin (TBil), troponin I (TnI), IL-6, D-dimer and other indicators were significantly increased, while lymphocyte count (LYM), platelet count (PLT), CD4 +, CD8 +, oxygenation index (PaO 2/FiO 2) were significantly decreased (all P < 0.01). ROC curve showed that PaO 2/FiO 2, IL-6 and CD4 + had certain predictive value for disease severity of COVID-19, the area under the ROC curve (AUC) of them were 0.903, 0.871, 0.689, and the 95% confidence interval (95% CI) were 0.806-0.949, 0.769-0.974, 0.542-0.853; the best cut-off values were 196.00 mmHg (1 mmHg = 0.133 kPa), 6.02 ng/L, 355 cells/μL, respectively; the sensitivity were 73.3%, 99.3%, 73.3%, and the specificity were 96.6%, 62.1%, 65.5%, respectively. Multivariate Cox regression analysis showed that age, PaO 2/FiO 2, high IL-6 and low CD4 + (IL-6≥6.02 ng/L and CD4 + < 355 cells/μL) were independent risk factors affecting the prognosis of COVID-19 [hazard ratio ( HR) was 1.077, 0.053 and 3.490, respectively, all P < 0.05]. Kaplan-Meier survival analysis showed that when both high IL-6 and low CD4 + (IL-6≥6.02 ng/L and CD4 + < 355 cells/μL) were present, the mean time of adverse prognosis was (20.53±5.71) days; when increased IL-6 and decreased CD4 + were inconsistent, the mean time of adverse prognosis was (53.21±3.16) days. Conclusions:The levels of IL-6 and CD4 + T-lymphocytopenia are closely related to the severity of COVID-19 disease. When IL-6 ≥ 6.02 ng/L and CD4 + < 355 cells/μL occur simultaneously, the prognosis is poor.
8.Evaluation on Scales Based on Unidimensional Item Response Models
Wenjing BAI ; Liyun HE ; Yanhong ZHANG ; Weimin LIU ; Baoyan LIU
World Science and Technology-Modernization of Traditional Chinese Medicine 2017;19(9):1473-1480
This study was aimed to assess scales with the unidimensional item response models (UIRM) and classical test theory.The reliability and validity of 841 sub-health status samples were analyzed by CTT.Surveying evaluation from the project perspective was also conducted.The results showed that Cronbach'so coefficients in five areas were all larger than 0.6 with relatively high consistency.The scale structures of five areas were relatively good and the CFI was 0.96.When discriminations of all items were larger than 0.3,the sensitivity of item for its area was high.When the scale test information was 33.8,the accuracy of sub-health status was relatively high.However,there were still some items should be further revised.It was concluded that UIRM can be used to evaluate the psychological measurement performance in the project.It is a supplement to the evaluation result of classical test theory.The reliability and validity of sub-health status scale are relatively high.After IRT correction,it can be used for human-computer interaction techniques “preventive treatment” dynamic monitoring.
9.The retrospective analysis of clinical features, treatment and prognosis of incidental prostate cancer
Xiaopeng WU ; Shouchun LI ; Minjie PAN ; Yu BAI ; Minjun QI ; Li SHI ; Weimin LIU ; Xiaodong JIANG ; Wei YUN ; Zhongxing ZHOU
Chinese Journal of Urology 2018;39(6):437-440
Objective To explore the clinical feature,treatment and prognosis of incidental prostate cancer(IPC) after transurethral resection of the prostate (TURP) for benign prostatic hyperplasia (BPH).Methods From January 2009 to April 2017,24 cases undergoing TURP for benign prostatic hyperplasia and being diagnosed with prostate cancer(T1a-T1b) was retrospectivey analysed,who aged from 62 to 84 years (mean 71.8 years).Digital rectal examination (DRE) showed prostate medium texture,smooth surface,and no nodules.Ultrasound presented no low echo nodules in the prostate.Prostate volumes were 19.2-93.4 ml,with median of 40.1 ml.PSA were 1.81-9.11 ng/ml,with median of 4.12 ng/ml.The patients with PSA between 6-10 ng/ml accepted prostate biopsy,and pathological results were negative.Results The The pathology of TURP specimens in 24 cases were diagnosed prostate cancer (21 cases of T1a,3 cases of T1b).According to the new WHO/ISUP classification group,there were 18 cases of hierarchical group 1,3 cases of hierarchical group 2,1 case of hierarchical group 3,2 cases in hierarchical group 4.All patients were treated with hormonal therapy,and 7 cases (5 cases of hierarchical group 1,and 2 cases of hierarchical group 2) underwent laparoscopic radical prostatectomy (LRP) after 3 months of hormonal therapy.The specimens of prostatectomy were examined by whole-mount serial,showing 3 cases of prostate cancer (T1a) with negative margin,and 4 cases of benign prostate cells.They were followed up for 5-82 months with median of 43.5 months.No biological progression or tumor progression was found,and,1 case died of colon cancer after 26 months of follow-up.The patients' age and Gleason score of stage T1b were higher than that of stage T1a.Prostate volume and preoperative PSA had no statistically significant difference between the two stages.Conclusions The patients' age and Gleason score of stage T1b were higher than that of stage T1b.The proportion of residual tumor following TURP was high.The prognosis of incidental prostate cancer was good by hormonal therapy or radical prostatectomy.
10.Effect of 14-3-3β gene silenced by small interfering RNA on biological behavior of glioma cells and its mechanism
Fanghe GONG ; Jing YE ; Tiandong LI ; Hongmin BAI ; Shuai LIU ; Weimin WANG ; Guoliang WANG
Chinese Journal of Neuromedicine 2014;13(9):876-880
Objective To explore the effect of 14-3-3 β gene on biological behavior ofglioma cell line and its mechanism.Methods Conventional cultured SVGp12,U251,U87 and SHG-44 cell lines and U251 cells silenced by 14-3-3[β-small interfering RNA (siRNA) were collected; real time-PCR and Western blotting were used to detect the 14-3-3β gene and protein expressions in these cells.Conventional cultured U251 cells at logarithmic phase were divided into three groups:experimental group (14-3-3β-siRNA transfection),negative control group (siRNA transfection) and blank control group; 3-(4,5-Dimethyl-2-thiazolyl)-2,5-diphenyl-2H-tetrazolium bromide assay was used to assess the proliferation of U251 cells,flow cytometry was used to test the cell apoptosis,and cell migration was analyzed by Transwell chamber assay.Results As compared with those in the normal glial cells,14-3-3β gene and protein expression levels in the glioma cells were significantly higher (P<0.05); as compared with negative control and blank control groups,U251 cells in the experimental group had significantly decreased gene and protein expressions of 14-3-3β,decreased proliferation and migration abilities,significantly increased apoptosis rate and p53 mRNA level (P<0.05).Conclusion Silence of 14-3-3 β gene decreases U251 cells proliferation and migration through p53 mediated pathway; consequently,a new explanation about how 14-3-3 β regulates glioma cells proliferation and migration can be clarified,and a potential target for glioma treatment can be provided.